Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "31"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 31 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 233 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 222 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_10263/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 31, Node 2:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.125301 0.512063 12.512940 20.390688 85.341196 7.571417 5.726962 23.738007 0.7700 0.7819 0.2612 12.768793 14.553842
2459593 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.577585 3.782718 3.593798 22.641580 1.334576 4.242796 1.100602 4.286566 0.7282 0.7239 0.2554 5.379532 5.071505
2459592 dish_ok 0.00% 100.00% 100.00% 0.00% - - 0.146087 0.032990 0.134460 2.292111 0.483089 1.159868 1.798115 0.131529 0.0291 0.0282 0.0014 nan nan
2459591 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.417416 4.157375 5.132258 26.722531 1.544852 2.326148 -0.073078 0.524699 0.6757 0.6782 0.3822 4.638731 4.344133
2459590 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.940377 4.550570 4.510404 25.390985 1.333494 3.622814 0.607552 0.938173 0.6754 0.6762 0.3746 5.217628 5.033200
2459589 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.195650 3.986421 21.487037 23.140308 114.940797 6.071882 5.296646 10.271833 0.6906 0.6983 0.3042 4.227955 4.571537
2459588 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 204.543603 221.844921 inf inf 21.844476 26.763086 48.300189 18.456416 nan nan nan 0.000000 0.000000
2459587 dish_ok 100.00% - - - 100.00% 0.00% 350.212506 350.526898 inf inf -1.599316 107.877693 -4.675000 576.856526 nan nan nan 0.000000 0.000000
2459586 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.051502 2.813342 -0.527570 2.779111 -0.573237 0.390708 -0.425829 0.670983 0.6747 0.6880 0.3683 4.311191 4.434912
2459585 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.836773 6.549988 0.213207 3.543554 -0.006756 3.243152 2.446573 1.886019 0.0323 0.0309 0.0016 0.000000 0.000000
2459584 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 19.918985 21.728357 1.961911 8.246997 3.452150 28.785664 -0.260214 0.096855 0.6291 0.6368 0.3751 5.051477 5.059036
2459583 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.603906 3.483888 0.142990 8.179372 0.410346 1.626398 0.065193 1.610830 0.6710 0.6689 0.3994 4.636265 4.587780
2459582 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.723549 3.244749 -0.046963 7.619764 -0.182591 2.551475 -0.563227 0.511971 0.6743 0.6711 0.3952 4.462340 4.356287
2459581 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459580 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.714297 3.328820 -0.161733 8.614472 0.035234 1.784715 -0.802120 0.223857 0.6823 0.6826 0.3891 4.782523 4.722637
2459579 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.892426 3.448697 0.194804 10.334067 0.225498 2.258050 -0.354853 1.209589 0.6802 0.6806 0.3908 3.575815 3.568844
2459578 dish_ok 0.00% 100.00% 100.00% 0.00% - - -0.720163 -0.312927 -0.780632 -0.007127 1.194237 1.973540 -0.202125 0.776780 0.0288 0.0283 0.0016 nan nan
2459577 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.617665 4.760077 0.156801 8.036822 0.290931 1.324084 -0.590315 0.563970 0.6817 0.6850 0.3904 4.014312 3.820468
2459576 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.721625 3.673958 0.143419 6.812248 2.623757 2.471975 0.041687 0.742588 0.6851 0.6908 0.3877 3.368173 3.221603
2459575 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.166949 2.744217 1.590475 6.090944 29.259053 4.842262 0.341548 8.198513 0.7436 0.7490 0.3309 0.000000 0.000000
2459574 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.640950 3.347180 1.268113 6.270017 50.504300 1.324757 0.383019 0.156628 0.6914 0.6943 0.3775 4.085719 3.859391
2459573 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.117311 3.358505 0.087054 10.503308 0.923439 2.254100 -0.477395 0.919986 0.6769 0.6768 0.4008 0.000000 0.000000
2459572 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.796839 3.356385 0.008786 6.244364 0.161743 0.721709 0.023842 1.784957 0.6779 0.6795 0.4014 4.400977 3.927090
2459571 dish_ok 100.00% 100.00% 100.00% 0.00% - - -0.674325 -0.443553 -0.770426 0.033231 40.841209 0.534261 -0.002967 0.944748 0.0295 0.0290 0.0019 nan nan
2459570 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.683922 8.310902 13.751022 15.667700 9.199384 8.116888 5.244763 4.926036 0.6658 0.6855 0.3777 5.010320 4.867269
2459569 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.901585 3.101972 1.301835 7.248639 15.149721 8.607837 2.625050 9.332045 0.7464 0.7503 0.2436 5.719252 5.161261
2459566 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.514864 3.397497 0.303004 7.973695 0.202181 1.919897 -0.273665 0.170075 0.6750 0.6780 0.4077 1.314582 1.348173
2459565 dish_ok 0.00% - - - 100.00% 0.00% 0.000000 0.000000 -0.016407 -0.016407 -0.758305 -0.758305 -0.875717 -0.875717 nan nan nan 0.000000 0.000000
2459564 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.413055 0.588788 0.955434 -3.456559 -0.867136 -1.993704 -1.613893 -0.643032 0.6964 0.7090 0.3941 3.136233 3.159498
2459563 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459562 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.374689 0.062043 -0.001409 -2.169778 -1.415338 -2.482261 -1.264010 -0.673637 0.6843 0.6973 0.3946 3.146411 3.128033
2459561 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.105518 0.812059 0.546678 -1.504785 -0.909047 -2.203787 -1.557531 0.185344 0.6843 0.6973 0.3912 3.581081 3.364030
2459560 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.463502 0.402427 0.140907 -1.767663 -0.759391 -1.454331 -1.378718 -0.555444 0.6801 0.6921 0.4047 3.578144 3.484671
2459559 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.235887 0.737124 0.697402 -1.427289 -0.471570 -1.119070 -1.326291 -0.366214 0.6899 0.7056 0.3894 3.008652 3.029835
2459558 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.334487 3.994937 10.762680 5.903464 10.431655 6.938914 -1.709855 -0.602616 0.6915 0.7022 0.3982 3.042970 3.199716
2459557 dish_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0334 0.0319 0.0013 nan nan
2459556 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.755276 4.162377 11.248812 5.809165 9.211820 6.779098 -2.907079 -1.261929 0.6982 0.7078 0.3878 3.134825 3.182945
2459553 dish_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6934 0.7042 0.3980 nan nan
2459552 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.210176 4.721454 8.701932 8.349992 59.764651 7.345043 0.766245 -0.062534 0.7048 0.7061 0.3970 10.025349 3.675410
2459551 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.717794 0.420313 0.402137 -2.064568 -1.531244 -1.893574 -1.181610 1.459028 0.6875 0.6989 0.3992 3.160740 3.115732
2459550 dish_ok - 97.53% 97.53% 0.00% - - nan nan nan nan nan nan nan nan 0.0495 0.0490 0.0011 nan nan
2459549 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459542 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.725508 4.127470 21.384818 12.730591 0.156567 -0.161483 -1.690706 -1.061207 0.7512 0.7518 0.3538 3.407353 3.421004
2459541 dish_ok 100.00% 1.34% 1.79% 0.00% 100.00% 0.00% 5.762284 3.709426 12.180507 6.724242 9.392519 4.943396 4.208851 2.401252 0.7416 0.7352 0.3345 4.426647 4.515812
2459540 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.051199 1.704628 1.394268 -0.358003 15.482827 -1.006840 -0.329130 -0.607677 0.7474 0.7386 0.3521 3.638270 3.414383
2459536 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.832461 5.668744 15.073041 9.577607 39.176060 6.474895 -0.806443 -1.670972 0.7295 0.7367 0.4127 4.003767 3.672787
2459535 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.517668 1.027728 1.236705 -0.409194 -2.756252 -1.204369 -1.899349 -0.709586 0.7805 0.7585 0.3692 3.514272 3.202283
2459534 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.727716 0.755135 0.291308 -1.169099 -2.003113 -1.389861 -1.163854 -0.463849 0.7733 0.7593 0.3584 7.748765 8.945512
2459533 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.710287 4.432175 10.658327 6.544767 7.824717 5.983712 -1.334814 0.891424 0.7195 0.7195 0.4009 3.274130 3.200200
2459532 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.994169 5.073217 14.018894 8.099155 10.193133 6.277756 -1.429723 -0.779147 0.7172 0.7163 0.4002 3.469036 3.413206
2459530 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.087931 0.689082 -0.849121 -1.431117 9.939243 -2.034394 -0.062004 -0.330358 0.7428 0.7347 0.3990 3.605674 3.448113
2459527 dish_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459523 dish_ok 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459522 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459513 dish_ok 100.00% 100.00% 100.00% 0.00% - - 4.111496 2.033080 5.768992 2.628524 5.861460 8.710368 1.040738 1.745385 0.0361 0.0345 0.0017 nan nan
2459508 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.474857 4.552722 9.519882 5.455772 9.403598 3.310882 8.925392 6.809183 0.8869 0.9197 0.2482 0.000000 0.000000
2459505 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.101022 3.972035 12.118379 5.266131 2.971075 5.697965 -0.764251 0.380447 0.8811 0.8504 0.1998 11.586378 14.309377

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 31: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 digital_ok nn Temporal Variability 1.523379 -0.606826 0.107583 -0.257890 -0.666567 1.523379 1.254027 -0.036059 0.228683

Antenna 31: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 digital_ok nn Power 0.281031 -0.074404 -0.398386 -0.544304 0.281031 -1.076883 -0.466538 0.169932 -0.894415

Antenna 31: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Temporal Variability 1.373005 -0.236685 0.486387 0.994378 0.016342 0.817164 1.373005 1.097676 0.685034

Antenna 31: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 digital_ok nn Power 1.353722 -0.086226 0.629579 1.353722 0.162726 0.678568 0.671428 0.490971 0.368389

Antenna 31: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Temporal Variability 15.677030 1.353464 1.768270 3.702223 3.052975 15.677030 15.662079 0.679960 0.583859

Antenna 31: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Power 6.739982 0.909583 -0.882670 5.385616 6.739982 0.288098 0.871083 3.422236 3.266241

Antenna 31: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Power 6.441780 0.207457 2.771970 6.441780 4.468245 1.075923 4.502620 0.958625 1.262796

Antenna 31: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 digital_ok nn Power 2.484202 0.791624 0.924986 2.484202 1.748485 0.134303 1.349743 2.375843 2.207678

Antenna 31: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Temporal Discontinuties 1.880347 0.364015 1.145341 0.582282 1.651193 0.308576 0.794895 1.880347 1.698117

Antenna 31: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Temporal Discontinuties 15.553084 0.542124 0.817543 0.658310 2.536318 0.700743 12.321968 1.433184 15.553084

Antenna 31: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Temporal Discontinuties 5.899857 -0.157555 0.469598 -0.813011 0.253080 -0.501709 -0.407037 2.648444 5.899857

Antenna 31: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Temporal Discontinuties 1.932332 -0.161867 0.364198 0.031028 0.030183 0.772010 0.733502 0.956083 1.932332

Antenna 31: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Temporal Discontinuties 6.653193 0.758733 0.474677 0.306414 1.673751 -0.256858 0.029188 6.653193 3.719584

Antenna 31: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Temporal Discontinuties 1.722046 0.342883 1.066987 0.317984 1.314886 0.058342 -0.416901 1.722046 1.512993

Antenna 31: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Temporal Discontinuties 2.580695 0.169291 0.203134 0.680265 0.403456 -0.933124 0.155802 0.889196 2.580695

Antenna 31: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Temporal Discontinuties 6.259406 0.320640 0.859531 0.488062 0.407394 2.086242 1.679631 4.833077 6.259406

Antenna 31: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 digital_ok nn Temporal Discontinuties 2.490706 0.674912 -0.302595 0.349401 -0.448570 -0.348672 2.035932 0.141260 2.490706

Antenna 31: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Temporal Discontinuties 6.251914 0.396898 0.635881 0.765263 0.718391 -0.006308 -0.124353 2.932790 6.251914

Antenna 31: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Temporal Discontinuties 13.653004 0.749422 0.678736 0.007279 0.929450 -0.766795 2.481735 13.653004 6.038798

Antenna 31: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Temporal Discontinuties 1.877471 -0.018886 -0.410551 -0.107071 -0.444789 -0.086851 -0.719511 1.877471 1.066606

Antenna 31: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Temporal Discontinuties 3.488475 0.227782 0.061100 0.029271 0.747889 -0.037433 0.834937 3.488475 2.041652

Antenna 31: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Temporal Discontinuties 2.757051 0.159142 -0.172675 0.629461 0.024708 0.895679 0.261345 2.396299 2.757051

Antenna 31: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Temporal Discontinuties 2.249268 0.242403 0.022580 0.305177 0.684277 0.685295 -0.401055 2.249268 1.166503

Antenna 31: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Temporal Variability 207.847373 1.564875 0.469389 4.681597 1.078584 207.847373 6.821101 91.193027 13.232016

Antenna 31: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 digital_ok nn Temporal Discontinuties 2.349321 0.792351 0.008485 1.226500 -0.083578 -0.252243 -0.635090 2.349321 1.424624

Antenna 31: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Temporal Variability 40.741941 0.724179 0.880099 0.463664 2.343186 40.741941 0.906686 18.614550 5.345145

Antenna 31: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 digital_ok nn Power 2.017180 0.635543 0.708246 0.079103 2.017180 -0.042896 1.996688 0.777785 0.541163

Antenna 31: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Temporal Discontinuties 6.254812 0.343890 -0.080118 0.334831 0.624116 -0.260052 0.661950 6.254812 3.391161

Antenna 31: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 digital_ok nn Temporal Variability 4.616492 0.216726 -0.026123 0.224413 0.643309 -0.644947 4.616492 1.530438 1.455757

Antenna 31: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Temporal Variability 1073.662519 3.261089 0.499878 1.179246 -0.576541 1073.662519 952.218800 899.454655 787.195993

Antenna 31: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 Not Found nn Temporal Variability 9.270623 1.075230 6.802100 -0.483955 3.432188 9.270623 5.018718 1.867854 7.677767

Antenna 31: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 digital_ok nn Power 1.110971 0.586543 0.474561 1.110971 0.278094 0.542532 -0.856446 0.541231 0.566951

Antenna 31: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Temporal Discontinuties 7.008240 5.251356 -0.313627 1.990900 -0.042923 0.699009 1.463618 7.008240 5.747207

Antenna 31: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 digital_ok nn Temporal Variability 0.825952 0.466957 -0.143091 -0.077356 -0.406638 0.161223 0.825952 0.238962 0.753663

Antenna 31: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Temporal Variability 7.675066 5.507399 -0.033520 3.334116 -0.092797 7.675066 6.229887 3.938103 1.744475

Antenna 31: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Temporal Variability 11.626577 -0.067374 9.259503 1.122528 3.759476 9.550677 11.626577 2.508968 5.292228

Antenna 31: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Temporal Discontinuties 6.547373 5.886975 -0.567572 4.238528 -0.183131 4.814591 4.527818 6.547373 3.335597

Antenna 31: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 digital_ok nn Temporal Discontinuties 1.326566 0.274737 -0.229365 0.410869 -0.432884 0.898111 0.667552 0.678734 1.326566

Antenna 31: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 digital_ok nn Temporal Discontinuties 2.442077 0.632500 0.844585 0.179185 -0.255367 0.709540 0.302213 2.442077 1.281815

Antenna 31: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Shape 4.660831 -0.754234 4.660831 0.114223 1.429875 4.467032 2.150236 1.629682 2.584829

Antenna 31: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Temporal Discontinuties 5.431858 -0.800454 3.970477 -0.428990 1.362971 4.420140 0.617305 1.307869 5.431858

Antenna 31: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 digital_ok nn Temporal Variability 7.083430 -0.243043 5.117851 -0.840012 1.566222 7.083430 1.272590 1.777986 5.949863

Antenna 31: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 digital_ok nn Temporal Variability 6.123591 2.955807 2.651327 2.486035 0.053545 6.123591 -0.450958 1.596586 1.185807

Antenna 31: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 digital_ok nn Temporal Variability 7.534719 3.699890 -0.614390 1.349638 -0.541709 0.347024 7.534719 3.754565 1.086920

Antenna 31: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 digital_ok nn Temporal Variability 7.652856 -0.503515 3.113532 0.262731 1.697571 7.652856 0.334358 0.706703 1.552651

Antenna 31: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 digital_ok nn Temporal Variability 7.832833 -0.648249 2.258739 -0.139870 1.012367 7.832833 1.981476 2.144588 3.401450

Antenna 31: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 31: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 digital_ok nn Temporal Variability 3.138953 -0.718588 2.691936 -0.326225 1.003228 3.138953 0.808694 0.479388 1.868593

Antenna 31: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Shape 2.568718 2.568718 2.060175 0.342721 0.287950 0.853963 1.449614 1.789533 2.137332

Antenna 31: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Temporal Variability 2.683408 2.183992 -0.655581 1.475316 -0.194559 2.683408 -0.364294 1.328639 1.189789

Antenna 31: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 digital_ok nn Temporal Variability 2.923291 -0.573828 2.672582 0.091932 0.936602 2.923291 1.670017 0.807972 2.909478

Antenna 31: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Shape 3.667599 3.667599 0.129502 1.904157 0.722601 0.656927 1.523125 1.569222 3.234269

Antenna 31: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 digital_ok nn Temporal Variability 4.774300 3.748063 0.156761 1.270783 0.289837 1.370554 4.774300 2.708997 2.437760

Antenna 31: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Temporal Variability 5.092160 2.994601 -0.325666 1.073409 0.368040 5.092160 4.738264 3.178423 2.746562

Antenna 31: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 digital_ok nn Temporal Discontinuties 2.944029 1.850853 1.516328 -0.314018 -0.589020 0.302025 0.344598 2.053529 2.944029

Antenna 31: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 digital_ok nn Temporal Variability 9.343577 -0.149189 4.069243 0.692683 1.575927 9.343577 1.705815 2.668616 2.475475

Antenna 31: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Shape 1.941055 1.896499 1.941055 -0.509642 -0.010372 -0.264780 0.027296 0.901976 1.886527

Antenna 31: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 digital_ok ee Shape 1.378511 0.175901 1.378511 -0.012288 0.190309 0.647749 1.073343 0.022944 0.107432

Antenna 31: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 digital_ok nn Temporal Variability 7.378280 0.420587 1.682407 0.546290 0.178674 7.378280 2.796392 0.558980 0.805078

Antenna 31: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 dish_ok nn Temporal Discontinuties 5.252964 1.887021 1.762769 -0.337768 -0.741643 0.118613 1.004443 2.159400 5.252964

Antenna 31: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 dish_ok nn Temporal Variability 0.835982 -0.269561 0.065329 -0.091949 0.625401 0.835982 0.294995 0.214565 0.461634

Antenna 31: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 dish_ok nn Temporal Variability 7.709929 0.487789 1.463220 0.630881 0.106010 7.709929 -0.268836 0.322835 0.889442

Antenna 31: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 dish_ok ee Shape 3.997766 0.766725 3.997766 1.385617 2.461237 2.225477 1.511891 2.904490 2.184257

Antenna 31: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 dish_ok ee Shape 3.810105 0.616177 3.810105 2.045084 2.593200 0.208740 0.970944 1.892559 1.230496

Antenna 31: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 dish_ok nn Temporal Variability 2.636405 2.430334 2.449074 -0.561271 0.402875 -0.330879 2.636405 0.976311 2.571365

Antenna 31: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 dish_ok nn Temporal Variability 6.702645 3.267497 2.613745 2.207159 -0.086481 6.702645 1.193921 4.742533 1.052656

Antenna 31: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 dish_ok ee Temporal Discontinuties 12225.783968 3234.890126 3234.890126 3020.395080 3020.395080 2429.202002 2429.202002 12225.783968 12225.783968

Antenna 31: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 dish_ok nn Temporal Discontinuties 2890.385656 793.819244 793.819244 715.796331 715.796331 727.655605 727.655605 2890.385656 2890.385656

Antenna 31: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 N02 dish_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 31: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 N02 dish_ok nn Power 3.522917 2.635159 1.654972 3.522917 -0.634557 3.321042 -0.053842 2.056036 -0.082349

Antenna 31: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 2 dish_ok nn Temporal Discontinuties 5.702753 3.453926 1.688633 3.522091 4.219965 2.866716 4.334758 4.517965 5.702753

Antenna 31: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 2 dish_ok nn Shape 6.131412 5.023400 6.131412 -0.551330 1.002477 0.398765 1.166834 0.590639 0.704687

Antenna 31: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 2 dish_ok ee Power 29.552409 2.685598 3.609576 29.552409 20.863743 1.514043 3.884164 8.486840 9.696349

Antenna 31: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 2 dish_ok ee Power 32.081430 3.287416 4.387282 32.081430 22.246486 1.355542 1.665746 8.273994 7.181026

Antenna 31: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 2 dish_ok ee Power 23.366645 3.187544 4.271029 23.366645 16.728266 7.675733 7.280682 5.019861 4.968326

Antenna 31: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 2 dish_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 31: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 2 dish_ok ee Power 27.331274 4.334254 3.305307 19.396347 27.331274 6.384549 3.878528 6.976345 6.184464

Antenna 31: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 2 dish_ok ee Power 21.139745 4.001648 2.982829 14.733827 21.139745 5.357758 4.656998 0.527315 0.858932

Antenna 31: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 2 dish_ok ee Power 20.473932 4.545732 3.409920 14.818738 20.473932 10.925258 3.523173 0.952459 1.136471

Antenna 31: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 2 dish_ok ee Power 25.906855 3.442947 4.735122 25.906855 18.235853 2.502780 6.782606 1.664281 2.660901

Antenna 31: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 2 dish_ok ee Power 30.638163 4.995459 3.468533 23.971573 30.638163 16.164522 3.976234 3.416694 2.479851

Antenna 31: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 2 dish_ok ee Power 25.189255 3.151717 4.458693 25.189255 18.989718 7.517895 9.840240 2.030420 2.766052

Antenna 31: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 2 dish_ok ee Power 26.055830 4.939577 3.641042 18.831414 26.055830 7.642946 2.809554 2.077804 1.660215

Antenna 31: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 2 dish_ok ee Temporal Variability 28.818824 10.169615 8.656576 28.687241 19.334235 28.818824 20.013334 5.103256 4.344031

Antenna 31: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 2 dish_ok ee Power 26.385909 4.183720 2.988673 18.231052 26.385909 8.290362 3.178279 1.167020 1.094591

Antenna 31: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 2 dish_ok ee Power 25.431168 4.901536 4.651632 16.592694 25.431168 8.346426 12.650306 3.872122 3.249111

Antenna 31: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 2 dish_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 31: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 2 dish_ok ee Power 24.607359 6.611953 2.126996 4.993568 24.607359 2.248281 2.553894 2.920877 12.634124

Antenna 31: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 2 dish_ok ee Temporal Variability 32.109857 7.183696 6.267157 29.851672 19.245067 32.109857 20.955961 18.380626 14.008650

Antenna 31: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 2 dish_ok ee Power 27.076275 3.538095 4.857802 27.076275 17.298174 3.792857 5.755667 6.178442 6.173194

Antenna 31: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 2 dish_ok ee Power 61.962175 11.586680 1.145063 61.962175 2.587389 11.561139 -0.179256 13.446062 0.657277

Antenna 31: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 2 dish_ok ee Power 47.503855 10.614033 8.331579 32.309148 47.503855 31.003367 44.914544 5.464140 5.142386

Antenna 31: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 2 dish_ok ee Power 20.970711 2.096219 6.822494 20.970711 3.941048 5.865413 3.128579 12.297611 2.698658

Antenna 31: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 2 dish_ok ee Power 36.861358 5.511144 6.061782 22.115904 36.861358 14.485935 19.803352 9.235287 20.299791

Antenna 31: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 2 dish_ok ee Power 33.657130 4.364381 4.199142 33.657130 19.912409 19.648796 13.473495 7.624555 4.434731

Antenna 31: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 2 dish_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 31: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 2 dish_ok ee Power 25.417579 4.425398 5.083483 14.155759 25.417579 10.150191 12.529250 7.909312 7.405400

Antenna 31: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 2 dish_ok ee Power 30.853928 6.579947 5.362740 18.799111 30.853928 8.932587 16.546891 6.068901 19.726828

Antenna 31: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
31 2 dish_ok ee Power 22.227952 6.117885 5.138187 13.290444 22.227952 9.091604 12.644036 5.302370 6.359550

Antenna 31: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
31 2 dish_ok ee Power 23.319481 3.578301 8.004582 23.319481 4.486661 2.818369 1.339801 9.574955 1.568184